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We utilise Richards-Engelhardt framework as a tool for understanding NaturalLanguage Processing systems diagrams. Through four examples from scholarlyproceedings, we find that the application of the framework to this ecologicaland complex domain is effective for reflecting on these diagrams. We argue forvocabulary to describe multiple-codings, semiotic variability, andinconsistency or misuse of visual encoding principles in diagrams. Further, forapplication to scholarly Natural Language Processing systems, and perhapssystems diagrams more broadly, we propose the addition of "Grouping by Object"as a new visual encoding principle, and "Emphasising" as a new visual encodingtype.

Understanding scholarly Natural Language Processing system diagrams through application of the Richards-Engelhardt framework